Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-27 1377.174627 1512.395271 1650.302294 1801.192921 1961.365607 2126.047602 2307.888017
2025-05-04 1150.181796 1348.208338 1558.931839 1798.721097 2062.880798 2343.911056 2664.381666
2025-05-11 998.372950 1230.687930 1485.993997 1785.016966 2123.269345 2491.761879 2921.244322
2025-05-18 898.842706 1156.685912 1447.840332 1797.026771 2200.515276 2648.361808 3179.219558
2025-05-25 806.104663 1080.241927 1397.707933 1786.752850 2244.920410 2761.866923 3383.652258
2025-06-01 744.980972 1035.095023 1378.625905 1807.542715 2320.896105 2908.128127 3623.049961
2025-06-08 674.137206 972.030099 1332.820062 1791.730594 2349.750751 2996.624292 3793.321614
2025-06-15 639.726061 951.520035 1336.278763 1833.149405 2445.076962 3161.984939 4053.020144
2025-06-22 593.600344 912.385317 1313.550365 1839.763549 2496.290011 3273.687546 4248.736768
2025-06-29 547.466509 869.925804 1283.758249 1835.021311 2531.552367 3364.840606 4419.126465
2025-07-06 484.728098 800.830469 1215.835208 1778.458336 2499.522515 3372.080793 4486.697182
2025-07-13 475.287188 804.506707 1242.833920 1843.454141 2619.820189 3565.717121 4780.890430
2025-07-20 452.883194 789.060821 1244.129576 1875.516244 2699.761494 3711.879289 5020.576920
2025-07-27 419.793496 756.204013 1220.290307 1873.304988 2735.238929 3802.834214 5193.129367
2025-08-03 385.541414 719.291113 1188.867372 1859.203806 2753.954214 3871.879437 5338.103264
2025-08-10 362.672061 697.942832 1177.866033 1871.556387 2806.370679 3982.995454 5535.471765
2025-08-17 334.557787 666.606535 1151.095825 1860.989372 2827.590901 4053.901138 5682.310076
2025-08-24 317.979793 652.321830 1147.970306 1882.371788 2890.784432 4178.336989 5896.853809
2025-08-31 292.078569 621.239757 1118.813911 1866.109185 2902.625394 4236.166617 6026.902377
2025-09-07 283.843382 618.694220 1131.536673 1908.705415 2993.828619 4396.861970 6288.365010
2025-09-14 266.890020 600.342268 1119.627026 1915.506811 3036.007401 4493.762573 6468.662736
2025-09-21 248.227918 577.764977 1100.223691 1910.630338 3061.573016 4568.628989 6620.712675
2025-09-28 218.598019 533.600663 1045.469366 1852.457851 3012.017648 4543.447736 6642.767385